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The Complete 2021 Android Machine Learning course – Android ML

Video Introducing this tutorial
1. Course Introduction
2. Section Images and Live Camera Footage in Android
3. 1: Capturing Images using Camera in Android
4. 2: Getting Images in a Bitmap Format in Android
5. 3: Choosing Images from gallery in Android
6. 4: Showing Live Camera footage in Android using Camera 2 API
7. 5: Testing Live Feed Application
8. 6: Android converting frames of live camera footage into Bitmap
9. Tensorflow lite Models Section Introduction
10. Tensorflow lite Introduction
11. Image Classification Section Introduction
12. 1: Importing Starter application code for Image classification
13. 2: Explanation of starter application code
14. 3: Image classification application coding
15. 4: Testing Image Classification application
16. 5: Classifier class
17. 6: Importing starter code for Live Feed Image Classification
18. 7: Live camera Footage in Android
19. 8: Image classification with frames of live camera footage
20. 9: Testing live feed image classification application
21. 1: Quantization Introduction
22. 2: Using a quantized model in Android
23. 1: Delegates Introduction
24. 2: Delegates in action
25. 3: Delegates documentation
26. 1: Object Detection Section introduction
27. 2: Importing Starter application for object detection
28. 3: Performing object detection in Android
29. 4: Drawing rectangles around detected objects
30. 5: Classifier class for Object Detection
31. 6: Importing live feed object detection application
32. 7: Object Detection Application Demo
33. 8: Object detection on frames of live camera footage
34. 1: Image Segmentation Section Introduction
35. 2: Importing Image Segmentation application
36. 3: How that application works?
37. 4: Image Segmentation using Deeplab model
38. 5: Dealing with segmented pixels in Android
39. 1: Regression Section Introduction
40. 2: Basic Regression Application Introduction
41. 3: Importing starter application code for regression
42. 4: Analyze the model and creating the Tensorflow lite interpreter
43. 5: Performing simple linear regression in Android
44. 6: Fuel Efficiency Prediction Application Introduction
45. 7: Importing Starter Application and Code Explanation
46. 8: Scaling the Input in Android
47. 9: Fuel Efficiency Application Coding
48. 10: Testing Fuel Efficiency Application
49. Firebase ML Kit Section Introduction
50. Firebase ML Kit Introduction
51. 1: Image labeling Section Introduction
52. 2: Starter application for Image Labeling
53. 3: Creating a Firebase project and connecting Android Application
54. 4: Overview of Firebase Android Connection
55. 5: Firebase Image Labeling documentation
56. 6: Adding Image Labeling in Android
57. 7: Testing Image Labeling Application
58. 8: Whole Process overview
59. 9: Importing starter code for live feed Image Labeling Application
60. 10: Starter Application Demo
61. 11: Explanation of Starter Application
62. 12: Image Labeling using Frames of Live Camera Footage
63. 13: Testing Live Feed Image Labeling Application
64. 1: Barcode Scanning section Introduction
65. 2: Importing starter code for barcode scanning application
66. 3: Barcode Scanning Documentation
67. 4: Using barcode scanning in Android
68. 5: Barcode scanning Application testing
69. 6: Importing Live Feed Barcode Scanning Starter Application
70. 7: Barcode Scanning live feed Starter code explanation
71. 8: Performing Barcode Scanning with Frames of Live Camera Footage
72. 1: Digital Ink Recognition Section Introduction
73. 2: Importing starter code for Digital Ink Recognition
74. 3: Draw on Screen using Finger
75. 4: Documentation of Digital Ink
76. 5: Performing Digital Ink Recognition in Android
77. 6: Testing Digital Ink Recognition Application
78. 1: Smart Reply Section Introduction
79. 2: Importing starter code for smart reply
80. 3: Smart reply starter application explanation
81. 4: Adding Smart Reply in Android
82. 5: Smart Reply Application Testing
83. 1: Selfie Segmentation Section Introduction
84. 2: Importing starter code for Selfie Segmentation
85. 3: Selfie Segmentation in Android
86. 4: Understand separating the background
87. 5: Making Selfie Transparent
88. 6: Testing Selfie Segmentation application
89. 1: Object Detection using ML Kit Section introduction
90. 2: Importing starter code for object detection application
91. 3: Object Detection Documentation
92. 4: Detecting Objects and drawing Rectangles
93. 5: Drawing Detected class name and Testing application
94. 1: Text Recognition and Cam Scanner Section Introduction
95. 2: Importing starter code for Text Recognition
96. 3: Text Recognition documentation
97. 4: Adding Text Recognition code in Android
98. 5: Testing Text Recognition Application
99. 6: Importing starter code for Cam Scanner
100. 7: Theory behind Auto cropping
101. 8: Auto cropping the document Image in Android
102. 9: Testing the Auto crop feature
103. 10: Improving the visibility of document Image
104. 11: Testing Cam Scanner clone
105. 1: Text Translation Section introduction
106. 2: Importing starter code for Text Translation Application
107. 3: Documentation of Text Translation
108. 4: Performing Text Translation in Android
109. 5: Testing Text Translation Application
110. 1: Face Detection Section Introduction
111. 2: Importing starter application code
112. 3: Face Detection Documentation
113. 4: Performing face detection in Android
114. 5: Drawing rectangles around detected faces
115. 6: Smile and Contour detection
116. 7: Drawing whole face contour
117. Section introductionn
118. 1 importing starter code and explaination
119. 2 Pose estimation documentation
120. 3 Performing pose estimation and drawing points
121. 4 drawing lines to join body joints
122. Training ML Model Section Introduction
123. 1 getting dog breed dataset
124. 2 training dog breed model
125. 1 Dog breed application with images
126. 3 DogbreedLiveFeed
127. Dog breed live feed testing
128. 1 getting ruits dataset
129. 2 training the model
130. 3 notebook background
131. 1 Fruit recognition with images
132. 2Fruit recognition live eed
133. Fruits live feed testing